Many-core heterogeneous designs are nowadays widely available among embedded systems. Initiatives such as the HSA push for a model where the host processor and the accelerator(s) communicate via coherent, Uniied Virtual Memory (UVM). In this paper we describe our experience in porting the OpenMP v4 programming model to a low-end, heterogeneous embedded system based on the PULP many-core accelerator featuring lightweight (software-managed) UVM support. We describe a GCC-based toolchain which enables: i) the automatic generation of host and accelerator binaries from a single, high-level, OpenMP parallel program; ii) the automatic instrumentation of the accelerator program to transparently manage UVM. This enables up to 4Ã faster execution compared to traditional copy-based oload mechanisms.
Enabling zero-copy OpenMP ofloading on the PULP many-core accelerator / Capotondi, Alessandro; Marongiu, Andrea. - ELETTRONICO. - (2017), pp. 68-71. (Intervento presentato al convegno 20th International Workshop on Software and Compilers for Embedded Systems, SCOPES 2017 tenutosi a Schloss Rheinfels, deu nel 2017) [10.1145/3078659.3079071].
Enabling zero-copy OpenMP ofloading on the PULP many-core accelerator
Capotondi, Alessandro;Marongiu, Andrea
2017
Abstract
Many-core heterogeneous designs are nowadays widely available among embedded systems. Initiatives such as the HSA push for a model where the host processor and the accelerator(s) communicate via coherent, Uniied Virtual Memory (UVM). In this paper we describe our experience in porting the OpenMP v4 programming model to a low-end, heterogeneous embedded system based on the PULP many-core accelerator featuring lightweight (software-managed) UVM support. We describe a GCC-based toolchain which enables: i) the automatic generation of host and accelerator binaries from a single, high-level, OpenMP parallel program; ii) the automatic instrumentation of the accelerator program to transparently manage UVM. This enables up to 4Ã faster execution compared to traditional copy-based oload mechanisms.Pubblicazioni consigliate
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